To extract sparse entities from texts and learn sequence models faster, our practical framework use Active Learning (AL) for sequence labeling [1]}, [2]}, both as a method of sampling and to auto-annotate sentences. Our work encompasses entity extraction, Entity Set Expansion (ESE), corpora pre-annotation, auto-annotation, rapid corpora annotation, and AL.
